Task 13342658
| Name | ParityModified-1647045860-1805-1-0_0 |
| Workunit | 10453983 |
| Created | 17 Mar 2022, 21:40:00 UTC |
| Sent | 23 Mar 2022, 2:11:23 UTC |
| Report deadline | 31 Mar 2022, 2:11:23 UTC |
| Received | 31 Mar 2022, 0:05:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19912 |
| Run time | 3 hours 18 min 19 sec |
| CPU time | 3 hours 7 min 23 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,102.12 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> och 1567 | loss: 0.0311064 | val_loss: 0.0311367 | Time: 4251.56 ms [2022-03-27 18:56:10 main:574] : INFO : Epoch 1568 | loss: 0.0311054 | val_loss: 0.0311374 | Time: 4455.35 ms [2022-03-27 18:56:14 main:574] : INFO : Epoch 1569 | loss: 0.0311054 | val_loss: 0.0311485 | Time: 4259.19 ms [2022-03-27 18:56:19 main:574] : INFO : Epoch 1570 | loss: 0.031112 | val_loss: 0.0311406 | Time: 4582.46 ms [2022-03-27 18:56:23 main:574] : INFO : Epoch 1571 | loss: 0.0311107 | val_loss: 0.0311438 | Time: 4470.23 ms [2022-03-27 18:56:27 main:574] : INFO : Epoch 1572 | loss: 0.031107 | val_loss: 0.0311403 | Time: 4412.77 ms [2022-03-27 18:56:32 main:574] : INFO : Epoch 1573 | loss: 0.031104 | val_loss: 0.0311439 | Time: 4586.45 ms [2022-03-27 18:56:36 main:574] : INFO : Epoch 1574 | loss: 0.0311047 | val_loss: 0.0311399 | Time: 4171.94 ms [2022-03-27 18:56:41 main:574] : INFO : Epoch 1575 | loss: 0.0311029 | val_loss: 0.0311451 | Time: 4585.56 ms [2022-03-27 18:56:45 main:574] : INFO : Epoch 1576 | loss: 0.0311033 | val_loss: 0.0311438 | Time: 4221.1 ms [2022-03-27 18:56:50 main:574] : INFO : Epoch 1577 | loss: 0.0311057 | val_loss: 0.0311401 | Time: 4507.05 ms [2022-03-27 18:56:54 main:574] : INFO : Epoch 1578 | loss: 0.0311053 | val_loss: 0.0311446 | Time: 4158.31 ms [2022-03-27 18:56:58 main:574] : INFO : Epoch 1579 | loss: 0.0311103 | val_loss: 0.0311462 | Time: 4555.69 ms [2022-03-27 18:57:03 main:574] : INFO : Epoch 1580 | loss: 0.031112 | val_loss: 0.0311436 | Time: 4484.2 ms [2022-03-27 18:57:07 main:574] : INFO : Epoch 1581 | loss: 0.0311086 | val_loss: 0.0311455 | Time: 4339.67 ms [2022-03-27 18:57:12 main:574] : INFO : Epoch 1582 | loss: 0.03111 | val_loss: 0.0311427 | Time: 4668.42 ms [2022-03-27 18:57:16 main:574] : INFO : Epoch 1583 | loss: 0.0311098 | val_loss: 0.0311352 | Time: 4196.01 ms [2022-03-27 18:57:21 main:574] : INFO : Epoch 1584 | loss: 0.0311118 | val_loss: 0.0311352 | Time: 4506.68 ms [2022-03-27 18:57:25 main:574] : INFO : Epoch 1585 | loss: 0.0311087 | val_loss: 0.0311412 | Time: 4243.09 ms [2022-03-27 18:57:29 main:574] : INFO : Epoch 1586 | loss: 0.0311077 | val_loss: 0.0311446 | Time: 4589.6 ms [2022-03-27 18:57:34 main:574] : INFO : Epoch 1587 | loss: 0.0311131 | val_loss: 0.031143 | Time: 4234.89 ms [2022-03-27 18:57:38 main:574] : INFO : Epoch 1588 | loss: 0.0311079 | val_loss: 0.0311403 | Time: 4550.3 ms [2022-03-27 18:57:43 main:574] : INFO : Epoch 1589 | loss: 0.0311048 | val_loss: 0.0311429 | Time: 4619.92 ms [2022-03-27 18:57:47 main:574] : INFO : Epoch 1590 | loss: 0.0311061 | val_loss: 0.0311432 | Time: 4321.25 ms [2022-03-27 18:57:52 main:574] : INFO : Epoch 1591 | loss: 0.0311026 | val_loss: 0.0311429 | Time: 4601.43 ms [2022-03-27 18:57:56 main:574] : INFO : Epoch 1592 | loss: 0.0311026 | val_loss: 0.0311412 | Time: 4218.04 ms [2022-03-27 18:58:01 main:574] : INFO : Epoch 1593 | loss: 0.0311022 | val_loss: 0.0311433 | Time: 4627.16 ms [2022-03-27 18:58:05 main:574] : INFO : Epoch 1594 | loss: 0.0311056 | val_loss: 0.0311478 | Time: 4264.11 ms [2022-03-27 18:58:09 main:574] : INFO : Epoch 1595 | loss: 0.0311111 | val_loss: 0.0311475 | Time: 4558.45 ms [2022-03-27 18:58:14 main:574] : INFO : Epoch 1596 | loss: 0.031111 | val_loss: 0.0311425 | Time: 4280.99 ms [2022-03-27 18:58:18 main:574] : INFO : Epoch 1597 | loss: 0.0311038 | val_loss: 0.0311461 | Time: 4589.61 ms [2022-03-27 18:58:23 main:574] : INFO : Epoch 1598 | loss: 0.0311096 | val_loss: 0.0311459 | Time: 4662 ms [2022-03-27 18:58:27 main:574] : INFO : Epoch 1599 | loss: 0.031112 | val_loss: 0.0311419 | Time: 4242.14 ms [2022-03-27 18:58:32 main:574] : INFO : Epoch 1600 | loss: 0.0311107 | val_loss: 0.0311429 | Time: 4529.98 ms [2022-03-27 18:58:36 main:574] : INFO : Epoch 1601 | loss: 0.0311127 | val_loss: 0.0311405 | Time: 4258.63 ms [2022-03-27 18:58:41 main:574] : INFO : Epoch 1602 | loss: 0.0311105 | val_loss: 0.0311384 | Time: 4532.86 ms [2022-03-27 18:58:45 main:574] : INFO : Epoch 1603 | loss: 0.0311082 | val_loss: 0.0311454 | Time: 4338.02 ms [2022-03-27 18:58:49 main:574] : INFO : Epoch 1604 | loss: 0.0311068 | val_loss: 0.0311388 | Time: 4565.22 ms [2022-03-27 18:58:54 main:574] : INFO : Epoch 1605 | loss: 0.0311096 | val_loss: 0.0311395 | Time: 4311.29 ms [2022-03-27 18:58:58 main:574] : INFO : Epoch 1606 | loss: 0.0311111 | val_loss: 0.0311349 | Time: 4530.91 ms [2022-03-27 18:59:03 main:574] : INFO : Epoch 1607 | loss: 0.0311121 | val_loss: 0.0311352 | Time: 4649.86 ms [2022-03-27 18:59:07 main:574] : INFO : Epoch 1608 | loss: 0.0311099 | val_loss: 0.031134 | Time: 4294.82 ms [2022-03-27 18:59:12 main:574] : INFO : Epoch 1609 | loss: 0.0311108 | val_loss: 0.0311429 | Time: 4632.62 ms [2022-03-27 18:59:16 main:574] : INFO : Epoch 1610 | loss: 0.0311159 | val_loss: 0.031136 | Time: 4218.26 ms [2022-03-27 18:59:21 main:574] : INFO : Epoch 1611 | loss: 0.0311069 | val_loss: 0.0311345 | Time: 4571.43 ms [2022-03-27 18:59:25 main:574] : INFO : Epoch 1612 | loss: 0.0311034 | val_loss: 0.0311374 | Time: 4226.95 ms [2022-03-27 18:59:30 main:574] : INFO : Epoch 1613 | loss: 0.0311046 | val_loss: 0.0311384 | Time: 4602.75 ms [2022-03-27 18:59:34 main:574] : INFO : Epoch 1614 | loss: 0.0311065 | val_loss: 0.0311382 | Time: 4292.9 ms [2022-03-27 18:59:39 main:574] : INFO : Epoch 1615 | loss: 0.0311076 | val_loss: 0.0311386 | Time: 4595.82 ms [2022-03-27 18:59:43 main:574] : INFO : Epoch 1616 | loss: 0.0311082 | val_loss: 0.0311379 | Time: 4526.98 ms [2022-03-27 18:59:47 main:574] : INFO : Epoch 1617 | loss: 0.0311071 | val_loss: 0.0311456 | Time: 4297.14 ms [2022-03-27 18:59:52 main:574] : INFO : Epoch 1618 | loss: 0.0311062 | val_loss: 0.0311448 | Time: 4619.86 ms [2022-03-27 18:59:56 main:574] : INFO : Epoch 1619 | loss: 0.0311089 | val_loss: 0.0311508 | Time: 4226.32 ms [2022-03-27 19:00:01 main:574] : INFO : Epoch 1620 | loss: 0.0311083 | val_loss: 0.0311387 | Time: 4774.86 ms [2022-03-27 19:00:19 main:574] : INFO : Epoch 1621 | loss: 0.0311141 | val_loss: 0.0311517 | Time: 17618.8 ms [2022-03-27 19:00:23 main:574] : INFO : Epoch 1622 | loss: 0.0311222 | val_loss: 0.0311491 | Time: 4465.49 ms [2022-03-27 19:00:27 main:574] : INFO : Epoch 1623 | loss: 0.0311249 | val_loss: 0.0311483 | Time: 4131.14 ms [2022-03-27 19:00:32 main:574] : INFO : Epoch 1624 | loss: 0.0311206 | val_loss: 0.0311424 | Time: 4521.92 ms [2022-03-27 19:00:36 main:574] : INFO : Epoch 1625 | loss: 0.0311175 | val_loss: 0.0311375 | Time: 4301.4 ms [2022-03-27 19:00:41 main:574] : INFO : Epoch 1626 | loss: 0.0311156 | val_loss: 0.0311385 | Time: 4537.35 ms [2022-03-27 19:00:45 main:574] : INFO : Epoch 1627 | loss: 0.0311142 | val_loss: 0.0311392 | Time: 4262.61 ms [2022-03-27 19:00:49 main:574] : INFO : Epoch 1628 | loss: 0.031112 | val_loss: 0.0311412 | Time: 4601.47 ms [2022-03-27 19:00:54 main:574] : INFO : Epoch 1629 | loss: 0.0311208 | val_loss: 0.0311378 | Time: 4360.04 ms [2022-03-27 19:00:58 main:574] : INFO : Epoch 1630 | loss: 0.0311146 | val_loss: 0.031137 | Time: 4523.57 ms [2022-03-27 19:01:03 main:574] : INFO : Epoch 1631 | loss: 0.0311145 | val_loss: 0.0311448 | Time: 4567.64 ms [2022-03-27 19:01:07 main:574] : INFO : Epoch 1632 | loss: 0.0311133 | val_loss: 0.0311429 | Time: 4338.71 ms [2022-03-27 19:01:12 main:574] : INFO : Epoch 1633 | loss: 0.0311143 | val_loss: 0.0311439 | Time: 4647.72 ms [2022-03-27 19:01:16 main:574] : INFO : Epoch 1634 | loss: 0.0311111 | val_loss: 0.0311411 | Time: 4259.92 ms [2022-03-27 19:01:21 main:574] : INFO : Epoch 1635 | loss: 0.031111 | val_loss: 0.0311397 | Time: 4574.69 ms [2022-03-27 19:01:25 main:574] : INFO : Epoch 1636 | loss: 0.0311092 | val_loss: 0.0311366 | Time: 4143.59 ms [2022-03-27 19:01:30 main:574] : INFO : Epoch 1637 | loss: 0.0311083 | val_loss: 0.0311427 | Time: 4579.48 ms [2022-03-27 19:01:34 main:574] : INFO : Epoch 1638 | loss: 0.0311094 | val_loss: 0.0311433 | Time: 4336.19 ms [2022-03-27 19:01:38 main:574] : INFO : Epoch 1639 | loss: 0.0311065 | val_loss: 0.0311358 | Time: 4438.06 ms [2022-03-27 19:01:43 main:574] : INFO : Epoch 1640 | loss: 0.0311056 | val_loss: 0.0311397 | Time: 4470.81 ms [2022-03-27 19:01:47 main:574] : INFO : Epoch 1641 | loss: 0.0311067 | val_loss: 0.0311393 | Time: 4372.26 ms [2022-03-27 19:01:52 main:574] : INFO : Epoch 1642 | loss: 0.0311068 | val_loss: 0.0311476 | Time: 4499.64 ms [2022-03-27 19:01:56 main:574] : INFO : Epoch 1643 | loss: 0.0311051 | val_loss: 0.0311397 | Time: 4188.56 ms [2022-03-27 19:02:00 main:574] : INFO : Epoch 1644 | loss: 0.0311039 | val_loss: 0.0311391 | Time: 4518.41 ms [2022-03-27 19:02:05 main:574] : INFO : Epoch 1645 | loss: 0.0311065 | val_loss: 0.031138 | Time: 4323.91 ms [2022-03-27 19:02:09 main:574] : INFO : Epoch 1646 | loss: 0.0311115 | val_loss: 0.0311422 | Time: 4499.72 ms [2022-03-27 19:02:14 main:574] : INFO : Epoch 1647 | loss: 0.0311077 | val_loss: 0.0311404 | Time: 4463.95 ms [2022-03-27 19:02:18 main:574] : INFO : Epoch 1648 | loss: 0.0311045 | val_loss: 0.031139 | Time: 4342.33 ms [2022-03-27 19:02:23 main:574] : INFO : Epoch 1649 | loss: 0.0311074 | val_loss: 0.0311413 | Time: 4599.9 ms [2022-03-27 19:02:27 main:574] : INFO : Epoch 1650 | loss: 0.0311065 | val_loss: 0.0311423 | Time: 4238.39 ms [2022-03-27 19:02:32 main:574] : INFO : Epoch 1651 | loss: 0.0311031 | val_loss: 0.0311387 | Time: 4572.37 ms [2022-03-27 19:02:36 main:574] : INFO : Epoch 1652 | loss: 0.0311019 | val_loss: 0.0311365 | Time: 4280.09 ms [2022-03-27 19:02:40 main:574] : INFO : Epoch 1653 | loss: 0.0311127 | val_loss: 0.0311409 | Time: 4543.96 ms [2022-03-27 19:02:45 main:574] : INFO : Epoch 1654 | loss: 0.0311146 | val_loss: 0.0311362 | Time: 4302.93 ms [2022-03-27 19:02:49 main:574] : INFO : Epoch 1655 | loss: 0.0311139 | val_loss: 0.0311453 | Time: 4621.39 ms [2022-03-27 19:02:54 main:574] : INFO : Epoch 1656 | loss: 0.0311148 | val_loss: 0.0311423 | Time: 4436.81 ms [2022-03-27 19:02:58 main:574] : INFO : Epoch 1657 | loss: 0.0311144 | val_loss: 0.0311415 | Time: 4423.95 ms [2022-03-27 19:03:03 main:574] : INFO : Epoch 1658 | loss: 0.0311123 | val_loss: 0.0311385 | Time: 4529.64 ms [2022-03-27 19:03:07 main:574] : INFO : Epoch 1659 | loss: 0.0311196 | val_loss: 0.0311417 | Time: 4248.21 ms [2022-03-27 19:03:12 main:574] : INFO : Epoch 1660 | loss: 0.0311213 | val_loss: 0.0311374 | Time: 4615.95 ms [2022-03-27 19:03:16 main:574] : INFO : Epoch 1661 | loss: 0.031121 | val_loss: 0.0311472 | Time: 4344.39 ms [2022-03-27 19:03:21 main:574] : INFO : Epoch 1662 | loss: 0.031117 | val_loss: 0.0311405 | Time: 4536.83 ms [2022-03-27 19:03:25 main:574] : INFO : Epoch 1663 | loss: 0.0311211 | val_loss: 0.0311506 | Time: 4275.82 ms [2022-03-27 19:03:29 main:574] : INFO : Epoch 1664 | loss: 0.0311403 | val_loss: 0.0311512 | Time: 4563.96 ms [2022-03-27 19:03:34 main:574] : INFO : Epoch 1665 | loss: 0.0311374 | val_loss: 0.0311499 | Time: 4544.01 ms [2022-03-27 19:03:39 main:574] : INFO : Epoch 1666 | loss: 0.0311352 | val_loss: 0.0311406 | Time: 4578.76 ms [2022-03-27 19:03:43 main:574] : INFO : Epoch 1667 | loss: 0.0311322 | val_loss: 0.0311403 | Time: 4765.38 ms [2022-03-27 19:03:48 main:574] : INFO : Epoch 1668 | loss: 0.0311265 | val_loss: 0.0311445 | Time: 4284.23 ms [2022-03-27 19:03:52 main:574] : INFO : Epoch 1669 | loss: 0.0311233 | val_loss: 0.0311392 | Time: 4642.69 ms [2022-03-27 19:03:57 main:574] : INFO : Epoch 1670 | loss: 0.0311196 | val_loss: 0.0311412 | Time: 4254.55 ms [2022-03-27 19:04:01 main:574] : INFO : Epoch 1671 | loss: 0.0311194 | val_loss: 0.0311361 | Time: 4568.72 ms [2022-03-27 19:04:05 main:574] : INFO : Epoch 1672 | loss: 0.0311166 | val_loss: 0.031137 | Time: 4219.97 ms [2022-03-27 19:04:10 main:574] : INFO : Epoch 1673 | loss: 0.0311147 | val_loss: 0.0311368 | Time: 4576.09 ms [2022-03-27 19:04:14 main:574] : INFO : Epoch 1674 | loss: 0.0311142 | val_loss: 0.031136 | Time: 4324.02 ms [2022-03-27 19:04:19 main:574] : INFO : Epoch 1675 | loss: 0.0311136 | val_loss: 0.0311383 | Time: 4554.46 ms [2022-03-27 19:04:23 main:574] : INFO : Epoch 1676 | loss: 0.0311117 | val_loss: 0.0311371 | Time: 4659.48 ms [2022-03-27 19:04:28 main:574] : INFO : Epoch 1677 | loss: 0.0311112 | val_loss: 0.0311343 | Time: 4259.84 ms [2022-03-27 19:04:32 main:574] : INFO : Epoch 1678 | loss: 0.03111 | val_loss: 0.031138 | Time: 4534.52 ms [2022-03-27 19:04:37 main:574] : INFO : Epoch 1679 | loss: 0.0311116 | val_loss: 0.0311354 | Time: 4285.55 ms [2022-03-27 19:04:41 main:574] : INFO : Epoch 1680 | loss: 0.0311101 | val_loss: 0.0311376 | Time: 4588.7 ms [2022-03-27 19:04:45 main:574] : INFO : Epoch 1681 | loss: 0.0311075 | val_loss: 0.0311338 | Time: 4258.95 ms [2022-03-27 19:04:50 main:574] : INFO : Epoch 1682 | loss: 0.0311064 | val_loss: 0.031133 | Time: 4599.68 ms [2022-03-27 19:04:54 main:574] : INFO : Epoch 1683 | loss: 0.031109 | val_loss: 0.0311448 | Time: 4253.42 ms [2022-03-27 19:04:59 main:574] : INFO : Epoch 1684 | loss: 0.0311484 | val_loss: 0.0311808 | Time: 4488.94 ms [2022-03-27 19:05:03 main:574] : INFO : Epoch 1685 | loss: 0.0311897 | val_loss: 0.0311885 | Time: 4601.14 ms [2022-03-27 19:05:08 main:574] : INFO : Epoch 1686 | loss: 0.0311913 | val_loss: 0.0311869 | Time: 4244.27 ms [2022-03-27 19:05:12 main:574] : INFO : Epoch 1687 | loss: 0.0311884 | val_loss: 0.031187 | Time: 4588.57 ms [2022-03-27 19:05:17 main:574] : INFO : Epoch 1688 | loss: 0.031187 | val_loss: 0.0311825 | Time: 4298.38 ms [2022-03-27 19:05:21 main:574] : INFO : Epoch 1689 | loss: 0.0311831 | val_loss: 0.0311812 | Time: 4532.32 ms [2022-03-27 19:05:25 main:574] : INFO : Epoch 1690 | loss: 0.0311805 | val_loss: 0.0311807 | Time: 4124.12 ms [2022-03-27 19:05:30 main:574] : INFO : Epoch 1691 | loss: 0.0311789 | val_loss: 0.0311789 | Time: 4594.74 ms [2022-03-27 19:05:34 main:574] : INFO : Epoch 1692 | loss: 0.0311777 | val_loss: 0.0311786 | Time: 4414.81 ms [2022-03-27 19:05:39 main:574] : INFO : Epoch 1693 | loss: 0.0311763 | val_loss: 0.0311777 | Time: 4507.02 ms [2022-03-27 19:05:43 main:574] : INFO : Epoch 1694 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 4530.54 ms [2022-03-27 19:05:48 main:574] : INFO : Epoch 1695 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 4265.5 ms [2022-03-27 19:05:52 main:574] : INFO : Epoch 1696 | loss: 0.0311737 | val_loss: 0.031176 | Time: 4574.53 ms [2022-03-27 19:05:57 main:574] : INFO : Epoch 1697 | loss: 0.0311724 | val_loss: 0.0311743 | Time: 4293.44 ms [2022-03-27 19:06:01 main:574] : INFO : Epoch 1698 | loss: 0.031172 | val_loss: 0.0311737 | Time: 4533.66 ms [2022-03-27 19:06:05 main:574] : INFO : Epoch 1699 | loss: 0.0311707 | val_loss: 0.0311731 | Time: 4291.73 ms [2022-03-27 19:06:10 main:574] : INFO : Epoch 1700 | loss: 0.0311697 | val_loss: 0.0311747 | Time: 4545.64 ms [2022-03-27 19:06:14 main:574] : INFO : Epoch 1701 | loss: 0.0311706 | val_loss: 0.0311756 | Time: 4412.61 ms [2022-03-27 19:06:19 main:574] : INFO : Epoch 1702 | loss: 0.0311694 | val_loss: 0.0311725 | Time: 4447.37 ms [2022-03-27 19:06:23 main:574] : INFO : Epoch 1703 | loss: 0.0311696 | val_loss: 0.031172 | Time: 4550.78 ms [2022-03-27 19:06:28 main:574] : INFO : Epoch 1704 | loss: 0.0311692 | val_loss: 0.0311708 | Time: 4319.45 ms [2022-03-27 19:06:32 main:574] : INFO : Epoch 1705 | loss: 0.0311676 | val_loss: 0.0311703 | Time: 4562.55 ms [2022-03-27 19:06:36 main:574] : INFO : Epoch 1706 | loss: 0.0311654 | val_loss: 0.0311689 | Time: 4184.17 ms [2022-03-27 19:06:41 main:574] : INFO : Epoch 1707 | loss: 0.0311656 | val_loss: 0.0311682 | Time: 4624 ms [2022-03-27 19:06:45 main:574] : INFO : Epoch 1708 | loss: 0.031167 | val_loss: 0.0311732 | Time: 4180.65 ms [2022-03-27 19:06:50 main:574] : INFO : Epoch 1709 | loss: 0.031165 | val_loss: 0.0311682 | Time: 4596.11 ms [2022-03-27 19:06:54 main:574] : INFO : Epoch 1710 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 4423.25 ms [2022-03-27 19:06:59 main:574] : INFO : Epoch 1711 | loss: 0.0311633 | val_loss: 0.0311671 | Time: 4382.57 ms [2022-03-27 19:07:03 main:574] : INFO : Epoch 1712 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 4612.25 ms [2022-03-27 19:07:08 main:574] : INFO : Epoch 1713 | loss: 0.0311608 | val_loss: 0.0311662 | Time: 4243.26 ms [2022-03-27 19:07:12 main:574] : INFO : Epoch 1714 | loss: 0.0311612 | val_loss: 0.0311667 | Time: 4623.99 ms [2022-03-27 19:07:16 main:574] : INFO : Epoch 1715 | loss: 0.0311602 | val_loss: 0.0311659 | Time: 4267.21 ms [2022-03-27 19:07:21 main:574] : INFO : Epoch 1716 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 4622.82 ms [2022-03-27 19:07:25 main:574] : INFO : Epoch 1717 | loss: 0.0311589 | val_loss: 0.0311664 | Time: 4140.09 ms [2022-03-27 19:07:30 main:574] : INFO : Epoch 1718 | loss: 0.0311594 | val_loss: 0.0311668 | Time: 4567.38 ms [2022-03-27 19:07:34 main:574] : INFO : Epoch 1719 | loss: 0.0311582 | val_loss: 0.0311671 | Time: 4425.4 ms [2022-03-27 19:07:39 main:574] : INFO : Epoch 1720 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 4370.37 ms [2022-03-27 19:07:43 main:574] : INFO : Epoch 1721 | loss: 0.0311606 | val_loss: 0.0311669 | Time: 4559.3 ms [2022-03-27 19:07:48 main:574] : INFO : Epoch 1722 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 4331.49 ms [2022-03-27 19:07:52 main:574] : INFO : Epoch 1723 | loss: 0.0311607 | val_loss: 0.0311661 | Time: 4525.4 ms [2022-03-27 19:07:56 main:574] : INFO : Epoch 1724 | loss: 0.0311561 | val_loss: 0.0311655 | Time: 4226.61 ms [2022-03-27 19:08:01 main:574] : INFO : Epoch 1725 | loss: 0.0311557 | val_loss: 0.0311669 | Time: 4590.42 ms [2022-03-27 19:08:05 main:574] : INFO : Epoch 1726 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 4197.74 ms [2022-03-27 19:08:10 main:574] : INFO : Epoch 1727 | loss: 0.0311569 | val_loss: 0.0311665 | Time: 4617.89 ms [2022-03-27 19:08:14 main:574] : INFO : Epoch 1728 | loss: 0.0311584 | val_loss: 0.0311665 | Time: 4620.69 ms [2022-03-27 19:08:19 main:574] : INFO : Epoch 1729 | loss: 0.0311563 | val_loss: 0.0311657 | Time: 4378.21 ms [2022-03-27 19:08:23 main:574] : INFO : Epoch 1730 | loss: 0.0311565 | val_loss: 0.0311689 | Time: 4621.56 ms [2022-03-27 19:08:28 main:574] : INFO : Epoch 1731 | loss: 0.0311556 | val_loss: 0.0311643 | Time: 4330.21 ms [2022-03-27 19:08:32 main:574] : INFO : Epoch 1732 | loss: 0.0311548 | val_loss: 0.0311662 | Time: 4526.45 ms [2022-03-27 19:08:37 main:574] : INFO : Epoch 1733 | loss: 0.0311536 | val_loss: 0.0311645 | Time: 4279.49 ms [2022-03-27 19:08:41 main:574] : INFO : Epoch 1734 | loss: 0.0311532 | val_loss: 0.0311658 | Time: 4536.22 ms [2022-03-27 19:08:45 main:574] : INFO : Epoch 1735 | loss: 0.0311561 | val_loss: 0.0311649 | Time: 4305.19 ms [2022-03-27 19:08:50 main:574] : INFO : Epoch 1736 | loss: 0.031153 | val_loss: 0.0311636 | Time: 4663.43 ms [2022-03-27 19:08:54 main:574] : INFO : Epoch 1737 | loss: 0.0311518 | val_loss: 0.0311642 | Time: 4358.14 ms [2022-03-27 19:08:59 main:574] : INFO : Epoch 1738 | loss: 0.0311513 | val_loss: 0.0311637 | Time: 4407.75 ms [2022-03-27 19:09:03 main:574] : INFO : Epoch 1739 | loss: 0.0311522 | val_loss: 0.0311642 | Time: 4539.18 ms [2022-03-27 19:09:08 main:574] : INFO : Epoch 1740 | loss: 0.0311512 | val_loss: 0.0311629 | Time: 4301.3 ms [2022-03-27 19:09:12 main:574] : INFO : Epoch 1741 | loss: 0.0311509 | val_loss: 0.0311656 | Time: 4612.41 ms [2022-03-27 19:09:17 main:574] : INFO : Epoch 1742 | loss: 0.0311511 | val_loss: 0.0311631 | Time: 4269.99 ms [2022-03-27 19:09:21 main:574] : INFO : Epoch 1743 | loss: 0.0311519 | val_loss: 0.0311628 | Time: 4573.46 ms [2022-03-27 19:09:25 main:574] : INFO : Epoch 1744 | loss: 0.0311514 | val_loss: 0.0311622 | Time: 4211.5 ms [2022-03-27 19:09:30 main:574] : INFO : Epoch 1745 | loss: 0.0311514 | val_loss: 0.0311633 | Time: 4649.17 ms [2022-03-27 19:09:35 main:574] : INFO : Epoch 1746 | loss: 0.0311499 | val_loss: 0.0311642 | Time: 4429.93 ms [2022-03-27 19:09:39 main:574] : INFO : Epoch 1747 | loss: 0.0311503 | val_loss: 0.0311629 | Time: 4408.74 ms [2022-03-27 19:09:44 main:574] : INFO : Epoch 1748 | loss: 0.0311507 | val_loss: 0.0311615 | Time: 4607 ms [2022-03-27 19:09:48 main:574] : INFO : Epoch 1749 | loss: 0.031151 | val_loss: 0.0311613 | Time: 4331.38 ms [2022-03-27 19:09:52 main:574] : INFO : Epoch 1750 | loss: 0.0311508 | val_loss: 0.0311627 | Time: 4586.18 ms [2022-03-27 19:09:57 main:574] : INFO : Epoch 1751 | loss: 0.0311507 | val_loss: 0.0311638 | Time: 4285.15 ms [2022-03-27 19:10:02 main:574] : INFO : Epoch 1752 | loss: 0.0311501 | val_loss: 0.0311657 | Time: 4779.3 ms [2022-03-27 19:10:06 main:574] : INFO : Epoch 1753 | loss: 0.0311488 | val_loss: 0.0311629 | Time: 4622.92 ms [2022-03-27 19:10:11 main:574] : INFO : Epoch 1754 | loss: 0.0311491 | val_loss: 0.0311665 | Time: 4953.19 ms [2022-03-27 19:10:16 main:574] : INFO : Epoch 1755 | loss: 0.0311472 | val_loss: 0.031161 | Time: 4667.2 ms [2022-03-27 19:10:21 main:574] : INFO : Epoch 1756 | loss: 0.0311494 | val_loss: 0.0311613 | Time: 4983.86 ms [2022-03-27 19:10:25 main:574] : INFO : Epoch 1757 | loss: 0.0311492 | val_loss: 0.0311627 | Time: 4611.2 ms [2022-03-27 19:10:30 main:574] : INFO : Epoch 1758 | loss: 0.0311502 | val_loss: 0.0311616 | Time: 4974.81 ms [2022-03-27 19:10:35 main:574] : INFO : Epoch 1759 | loss: 0.0311539 | val_loss: 0.0311607 | Time: 4692.73 ms [2022-03-27 19:10:40 main:574] : INFO : Epoch 1760 | loss: 0.0311528 | val_loss: 0.0311613 | Time: 4842.84 ms [2022-03-27 19:10:45 main:574] : INFO : Epoch 1761 | loss: 0.0311521 | val_loss: 0.0311607 | Time: 4748.89 ms [2022-03-27 19:10:49 main:574] : INFO : Epoch 1762 | loss: 0.0311551 | val_loss: 0.0311601 | Time: 4731.01 ms [2022-03-27 19:10:54 main:574] : INFO : Epoch 1763 | loss: 0.0311513 | val_loss: 0.0311614 | Time: 4871.79 ms [2022-03-27 19:10:59 main:574] : INFO : Epoch 1764 | loss: 0.0311498 | val_loss: 0.0311617 | Time: 4589.71 ms [2022-03-27 19:11:04 main:574] : INFO : Epoch 1765 | loss: 0.0311512 | val_loss: 0.0311632 | Time: 4988.22 ms [2022-03-27 19:11:09 main:574] : INFO : Epoch 1766 | loss: 0.0311496 | val_loss: 0.0311613 | Time: 4660.34 ms [2022-03-27 19:11:14 main:574] : INFO : Epoch 1767 | loss: 0.0311499 | val_loss: 0.0311611 | Time: 5057.97 ms [2022-03-27 19:11:18 main:574] : INFO : Epoch 1768 | loss: 0.031148 | val_loss: 0.0311604 | Time: 4598.57 ms [2022-03-27 19:11:23 main:574] : INFO : Epoch 1769 | loss: 0.0311493 | val_loss: 0.0311603 | Time: 4923.91 ms [2022-03-27 19:11:28 main:574] : INFO : Epoch 1770 | loss: 0.0311481 | val_loss: 0.0311594 | Time: 4555.8 ms [2022-03-27 19:11:33 main:574] : INFO : Epoch 1771 | loss: 0.0311473 | val_loss: 0.0311604 | Time: 4807.32 ms [2022-03-27 19:11:37 main:574] : INFO : Epoch 1772 | loss: 0.0311477 | val_loss: 0.0311557 | Time: 4577.34 ms [2022-03-27 19:11:42 main:574] : INFO : Epoch 1773 | loss: 0.0311477 | val_loss: 0.0311596 | Time: 4952.55 ms [2022-03-27 19:11:47 main:574] : INFO : Epoch 1774 | loss: 0.0311467 | val_loss: 0.0311586 | Time: 4688.41 ms [2022-03-27 19:11:52 main:574] : INFO : Epoch 1775 | loss: 0.0311454 | val_loss: 0.0311559 | Time: 4910.93 ms [2022-03-27 19:11:56 main:574] : INFO : Epoch 1776 | loss: 0.0311451 | val_loss: 0.0311586 | Time: 4585.23 ms [2022-03-27 19:12:01 main:574] : INFO : Epoch 1777 | loss: 0.0311454 | val_loss: 0.0311575 | Time: 5050.95 ms [2022-03-27 19:12:06 main:574] : INFO : Epoch 1778 | loss: 0.0311464 | val_loss: 0.0311567 | Time: 4637.86 ms [2022-03-27 19:12:11 main:574] : INFO : Epoch 1779 | loss: 0.0311443 | val_loss: 0.0311604 | Time: 4955.53 ms [2022-03-27 19:12:16 main:574] : INFO : Epoch 1780 | loss: 0.0311449 | val_loss: 0.0311585 | Time: 4681.43 ms [2022-03-27 19:12:21 main:574] : INFO : Epoch 1781 | loss: 0.0311436 | val_loss: 0.0311567 | Time: 5030.24 ms [2022-03-27 19:12:25 main:574] : INFO : Epoch 1782 | loss: 0.0311425 | val_loss: 0.0311567 | Time: 4639.44 ms [2022-03-27 19:12:30 main:574] : INFO : Epoch 1783 | loss: 0.0311458 | val_loss: 0.0311571 | Time: 4966.79 ms [2022-03-27 19:12:35 main:574] : INFO : Epoch 1784 | loss: 0.0311477 | val_loss: 0.0311583 | Time: 4608.25 ms [2022-03-27 19:12:40 main:574] : INFO : Epoch 1785 | loss: 0.0311472 | val_loss: 0.0311558 | Time: 4940.16 ms [2022-03-27 19:12:45 main:574] : INFO : Epoch 1786 | loss: 0.0311443 | val_loss: 0.0311514 | Time: 4792.55 ms [2022-03-27 19:12:50 main:574] : INFO : Epoch 1787 | loss: 0.0311437 | val_loss: 0.0311574 | Time: 4813.64 ms [2022-03-27 19:12:55 main:574] : INFO : Epoch 1788 | loss: 0.0311456 | val_loss: 0.0311582 | Time: 4883.6 ms [2022-03-27 19:12:59 main:574] : INFO : Epoch 1789 | loss: 0.0311467 | val_loss: 0.0311561 | Time: 4731.62 ms [2022-03-27 19:13:04 main:574] : INFO : Epoch 1790 | loss: 0.0311468 | val_loss: 0.0311551 | Time: 4896 ms [2022-03-27 19:13:09 main:574] : INFO : Epoch 1791 | loss: 0.0311454 | val_loss: 0.0311507 | Time: 4702.74 ms [2022-03-27 19:13:14 main:574] : INFO : Epoch 1792 | loss: 0.0311429 | val_loss: 0.0311494 | Time: 4943.5 ms [2022-03-27 19:13:18 main:574] : INFO : Epoch 1793 | loss: 0.0311421 | val_loss: 0.0311536 | Time: 4598.36 ms [2022-03-27 19:13:23 main:574] : INFO : Epoch 1794 | loss: 0.0311424 | val_loss: 0.0311515 | Time: 4966.95 ms [2022-03-27 19:13:28 main:574] : INFO : Epoch 1795 | loss: 0.0311419 | val_loss: 0.0311501 | Time: 4585.16 ms [2022-03-27 19:13:33 main:574] : INFO : Epoch 1796 | loss: 0.0311412 | val_loss: 0.0311509 | Time: 4943.86 ms [2022-03-27 19:13:37 main:574] : INFO : Epoch 1797 | loss: 0.0311434 | val_loss: 0.031149 | Time: 4545.73 ms [2022-03-27 19:13:42 main:574] : INFO : Epoch 1798 | loss: 0.0311418 | val_loss: 0.0311505 | Time: 4924.1 ms [2022-03-27 19:13:47 main:574] : INFO : Epoch 1799 | loss: 0.031141 | val_loss: 0.0311491 | Time: 4538.95 ms [2022-03-27 19:13:52 main:574] : INFO : Epoch 1800 | loss: 0.0311384 | val_loss: 0.0311492 | Time: 4922.99 ms [2022-03-27 19:13:57 main:574] : INFO : Epoch 1801 | loss: 0.031139 | val_loss: 0.0311579 | Time: 4662.16 ms [2022-03-27 19:14:02 main:574] : INFO : Epoch 1802 | loss: 0.0311446 | val_loss: 0.0311558 | Time: 5073.07 ms [2022-03-27 19:14:06 main:574] : INFO : Epoch 1803 | loss: 0.0311442 | val_loss: 0.0311532 | Time: 4694 ms [2022-03-27 19:14:11 main:574] : INFO : Epoch 1804 | loss: 0.0311419 | val_loss: 0.0311477 | Time: 4898.68 ms [2022-03-27 19:14:16 main:574] : INFO : Epoch 1805 | loss: 0.0311396 | val_loss: 0.0311492 | Time: 4672.59 ms [2022-03-27 19:14:21 main:574] : INFO : Epoch 1806 | loss: 0.031139 | val_loss: 0.0311471 | Time: 4943.71 ms [2022-03-27 19:14:26 main:574] : INFO : Epoch 1807 | loss: 0.031138 | val_loss: 0.0311496 | Time: 4656.49 ms [2022-03-27 19:14:30 main:574] : INFO : Epoch 1808 | loss: 0.0311386 | val_loss: 0.0311498 | Time: 4912.6 ms [2022-03-27 19:14:35 main:574] : INFO : Epoch 1809 | loss: 0.0311383 | val_loss: 0.0311487 | Time: 4695.48 ms [2022-03-27 19:14:40 main:574] : INFO : Epoch 1810 | loss: 0.0311408 | val_loss: 0.0311492 | Time: 4880.67 ms [2022-03-27 19:14:45 main:574] : INFO : Epoch 1811 | loss: 0.0311397 | val_loss: 0.0311478 | Time: 4846.29 ms [2022-03-27 19:14:50 main:574] : INFO : Epoch 1812 | loss: 0.0311359 | val_loss: 0.0311476 | Time: 4742.46 ms [2022-03-27 19:14:55 main:574] : INFO : Epoch 1813 | loss: 0.0311368 | val_loss: 0.0311504 | Time: 4867.24 ms [2022-03-27 19:14:59 main:574] : INFO : Epoch 1814 | loss: 0.031137 | val_loss: 0.0311495 | Time: 4719.84 ms [2022-03-27 19:15:04 main:574] : INFO : Epoch 1815 | loss: 0.031139 | val_loss: 0.0311529 | Time: 4971.36 ms [2022-03-27 19:15:09 main:574] : INFO : Epoch 1816 | loss: 0.0311425 | val_loss: 0.0311498 | Time: 4528.33 ms [2022-03-27 19:15:14 main:574] : INFO : Epoch 1817 | loss: 0.0311443 | val_loss: 0.031152 | Time: 4943.36 ms [2022-03-27 19:15:18 main:574] : INFO : Epoch 1818 | loss: 0.0311445 | val_loss: 0.0311544 | Time: 4603.23 ms [2022-03-27 19:15:23 main:574] : INFO : Epoch 1819 | loss: 0.0311422 | val_loss: 0.0311561 | Time: 4921.49 ms [2022-03-27 19:15:28 main:574] : INFO : Epoch 1820 | loss: 0.0311413 | val_loss: 0.0311516 | Time: 4625.5 ms [2022-03-27 19:15:33 main:574] : INFO : Epoch 1821 | loss: 0.0311405 | val_loss: 0.0311521 | Time: 4877.45 ms [2022-03-27 19:15:38 main:574] : INFO : Epoch 1822 | loss: 0.0311405 | val_loss: 0.031151 | Time: 4692.09 ms [2022-03-27 19:15:43 main:574] : INFO : Epoch 1823 | loss: 0.0311391 | val_loss: 0.0311515 | Time: 4989.35 ms [2022-03-27 19:15:47 main:574] : INFO : Epoch 1824 | loss: 0.0311392 | val_loss: 0.0311499 | Time: 4594.66 ms [2022-03-27 19:15:52 main:574] : INFO : Epoch 1825 | loss: 0.0311384 | val_loss: 0.0311498 | Time: 4916.81 ms [2022-03-27 19:15:57 main:574] : INFO : Epoch 1826 | loss: 0.0311379 | val_loss: 0.0311493 | Time: 4606.96 ms [2022-03-27 19:16:02 main:574] : INFO : Epoch 1827 | loss: 0.0311429 | val_loss: 0.0311541 | Time: 4892.64 ms [2022-03-27 19:16:06 main:574] : INFO : Epoch 1828 | loss: 0.0311427 | val_loss: 0.0311546 | Time: 4649.34 ms [2022-03-27 19:16:11 main:574] : INFO : Epoch 1829 | loss: 0.0311431 | val_loss: 0.0311501 | Time: 4847.16 ms [2022-03-27 19:16:16 main:574] : INFO : Epoch 1830 | loss: 0.0311399 | val_loss: 0.0311491 | Time: 4599.77 ms [2022-03-27 19:16:21 main:574] : INFO : Epoch 1831 | loss: 0.0311402 | val_loss: 0.0311594 | Time: 4847.06 ms [2022-03-27 19:16:25 main:574] : INFO : Epoch 1832 | loss: 0.0311397 | val_loss: 0.0311496 | Time: 4803.18 ms [2022-03-27 19:16:30 main:574] : INFO : Epoch 1833 | loss: 0.0311373 | val_loss: 0.0311486 | Time: 4904.1 ms [2022-03-27 19:16:35 main:574] : INFO : Epoch 1834 | loss: 0.0311353 | val_loss: 0.0311546 | Time: 4719.04 ms [2022-03-27 19:16:40 main:574] : INFO : Epoch 1835 | loss: 0.0311348 | val_loss: 0.0311481 | Time: 4756.12 ms [2022-03-27 19:16:45 main:574] : INFO : Epoch 1836 | loss: 0.0311342 | val_loss: 0.0311485 | Time: 4931.37 ms [2022-03-27 19:16:49 main:574] : INFO : Epoch 1837 | loss: 0.0311349 | val_loss: 0.0311491 | Time: 4629.48 ms [2022-03-27 19:16:54 main:574] : INFO : Epoch 1838 | loss: 0.031134 | val_loss: 0.0311503 | Time: 4923.52 ms [2022-03-27 19:16:59 main:574] : INFO : Epoch 1839 | loss: 0.0311354 | val_loss: 0.0311495 | Time: 4664.25 ms [2022-03-27 19:17:04 main:574] : INFO : Epoch 1840 | loss: 0.0311357 | val_loss: 0.0311494 | Time: 4859.82 ms [2022-03-27 19:17:09 main:574] : INFO : Epoch 1841 | loss: 0.031134 | val_loss: 0.0311487 | Time: 4622.61 ms [2022-03-27 19:17:14 main:574] : INFO : Epoch 1842 | loss: 0.0311339 | val_loss: 0.0311515 | Time: 4999.59 ms [2022-03-27 19:17:18 main:574] : INFO : Epoch 1843 | loss: 0.0311341 | val_loss: 0.0311543 | Time: 4691.21 ms [2022-03-27 19:17:23 main:574] : INFO : Epoch 1844 | loss: 0.0311363 | val_loss: 0.0311492 | Time: 4962.76 ms [2022-03-27 19:17:28 main:574] : INFO : Epoch 1845 | loss: 0.0311353 | val_loss: 0.0311499 | Time: 4503.56 ms [2022-03-27 19:17:33 main:574] : INFO : Epoch 1846 | loss: 0.0311346 | val_loss: 0.0311502 | Time: 4913.36 ms [2022-03-27 19:17:37 main:574] : INFO : Epoch 1847 | loss: 0.0311344 | val_loss: 0.031151 | Time: 4582.97 ms [2022-03-27 19:17:42 main:574] : INFO : Epoch 1848 | loss: 0.0311316 | val_loss: 0.0311488 | Time: 4915.55 ms [2022-03-27 19:17:47 main:574] : INFO : Epoch 1849 | loss: 0.0311326 | val_loss: 0.0311501 | Time: 4733.98 ms [2022-03-27 19:17:52 main:574] : INFO : Epoch 1850 | loss: 0.0311356 | val_loss: 0.0311518 | Time: 4961.29 ms [2022-03-27 19:17:56 main:574] : INFO : Epoch 1851 | loss: 0.0311357 | val_loss: 0.0311492 | Time: 4620.9 ms [2022-03-27 19:18:01 main:574] : INFO : Epoch 1852 | loss: 0.0311349 | val_loss: 0.0311492 | Time: 4969.68 ms [2022-03-27 19:18:06 main:574] : INFO : Epoch 1853 | loss: 0.0311333 | val_loss: 0.0311513 | Time: 4574.05 ms [2022-03-27 19:18:11 main:574] : INFO : Epoch 1854 | loss: 0.0311322 | val_loss: 0.0311486 | Time: 4861.32 ms [2022-03-27 19:18:16 main:574] : INFO : Epoch 1855 | loss: 0.0311337 | val_loss: 0.031156 | Time: 4731.36 ms [2022-03-27 19:18:20 main:574] : INFO : Epoch 1856 | loss: 0.031132 | val_loss: 0.0311513 | Time: 4806.21 ms [2022-03-27 19:18:25 main:574] : INFO : Epoch 1857 | loss: 0.0311306 | val_loss: 0.0311517 | Time: 4794.84 ms [2022-03-27 19:18:30 main:574] : INFO : Epoch 1858 | loss: 0.0311314 | val_loss: 0.03115 | Time: 4874.64 ms [2022-03-27 19:18:35 main:574] : INFO : Epoch 1859 | loss: 0.0311316 | val_loss: 0.0311489 | Time: 4817.94 ms [2022-03-27 19:18:40 main:574] : INFO : Epoch 1860 | loss: 0.0311319 | val_loss: 0.0311543 | Time: 4591.37 ms [2022-03-27 19:18:45 main:574] : INFO : Epoch 1861 | loss: 0.0311313 | val_loss: 0.0311497 | Time: 4930.05 ms [2022-03-27 19:18:49 main:574] : INFO : Epoch 1862 | loss: 0.0311297 | val_loss: 0.0311522 | Time: 4601.5 ms [2022-03-27 19:18:54 main:574] : INFO : Epoch 1863 | loss: 0.0311326 | val_loss: 0.0311483 | Time: 4987.41 ms [2022-03-27 19:18:59 main:574] : INFO : Epoch 1864 | loss: 0.031131 | val_loss: 0.0311475 | Time: 4579.71 ms [2022-03-27 19:19:04 main:574] : INFO : Epoch 1865 | loss: 0.0311301 | val_loss: 0.0311522 | Time: 4880.35 ms [2022-03-27 19:19:08 main:574] : INFO : Epoch 1866 | loss: 0.0311286 | val_loss: 0.0311481 | Time: 4608.93 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: NVIDIA GeForce GTX 1660 Ti with Max-Q Design) [2022-03-30 18:51:10 main:435] : INFO : Set logging level to 1 [2022-03-30 18:51:10 main:441] : INFO : Running in BOINC Client mode [2022-03-30 18:51:10 main:444] : INFO : Resolving all filenames [2022-03-30 18:51:10 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-03-30 18:51:10 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-03-30 18:51:10 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-03-30 18:51:10 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-03-30 18:51:10 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-03-30 18:51:10 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-03-30 18:51:10 main:474] : INFO : Configuration: [2022-03-30 18:51:10 main:475] : INFO : Model type: GRU [2022-03-30 18:51:10 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-03-30 18:51:10 main:477] : INFO : Max Epochs: 2048 [2022-03-30 18:51:10 main:478] : INFO : Batch Size: 128 [2022-03-30 18:51:10 main:479] : INFO : Learning Rate: 0.01 [2022-03-30 18:51:10 main:480] : INFO : Patience: 10 [2022-03-30 18:51:10 main:481] : INFO : Hidden Width: 12 [2022-03-30 18:51:10 main:482] : INFO : # Recurrent Layers: 4 [2022-03-30 18:51:10 main:483] : INFO : # Backend Layers: 4 [2022-03-30 18:51:10 main:484] : INFO : # Threads: 1 [2022-03-30 18:51:10 main:486] : INFO : Preparing Dataset [2022-03-30 18:51:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-03-30 18:51:10 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-03-30 18:51:13 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-03-30 18:51:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-03-30 18:51:13 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-03-30 18:51:13 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-03-30 18:51:13 main:494] : INFO : Creating Model [2022-03-30 18:51:13 main:507] : INFO : Preparing config file [2022-03-30 18:51:13 main:511] : INFO : Found checkpoint, attempting to load... [2022-03-30 18:51:13 main:512] : INFO : Loading config [2022-03-30 18:51:13 main:514] : INFO : Loading state [2022-03-30 18:51:16 main:559] : INFO : Loading DataLoader into Memory [2022-03-30 18:51:16 main:562] : INFO : Starting Training [2022-03-30 18:51:21 main:574] : INFO : Epoch 1867 | loss: 0.0311635 | val_loss: 0.0311579 | Time: 5030.42 ms [2022-03-30 18:51:25 main:574] : INFO : Epoch 1868 | loss: 0.0311391 | val_loss: 0.0311606 | Time: 3763.13 ms [2022-03-30 18:51:29 main:574] : INFO : Epoch 1869 | loss: 0.0311371 | val_loss: 0.0311521 | Time: 3967.31 ms [2022-03-30 18:51:33 main:574] : INFO : Epoch 1870 | loss: 0.0311355 | val_loss: 0.0311489 | Time: 4013.64 ms [2022-03-30 18:51:37 main:574] : INFO : Epoch 1871 | loss: 0.0311332 | val_loss: 0.0311485 | Time: 3906.29 ms [2022-03-30 18:51:41 main:574] : INFO : Epoch 1872 | loss: 0.0311346 | val_loss: 0.0311521 | Time: 4774.73 ms [2022-03-30 18:51:46 main:574] : INFO : Epoch 1873 | loss: 0.031138 | val_loss: 0.0311503 | Time: 4478.89 ms [2022-03-30 18:51:51 main:574] : INFO : Epoch 1874 | loss: 0.0311365 | val_loss: 0.0311486 | Time: 4607.52 ms [2022-03-30 18:51:55 main:574] : INFO : Epoch 1875 | loss: 0.0311377 | val_loss: 0.0311537 | Time: 4829.91 ms [2022-03-30 18:52:00 main:574] : INFO : Epoch 1876 | loss: 0.0311369 | val_loss: 0.0311499 | Time: 4564.57 ms [2022-03-30 18:52:05 main:574] : INFO : Epoch 1877 | loss: 0.0311344 | val_loss: 0.0311562 | Time: 4858.45 ms [2022-03-30 18:52:09 main:574] : INFO : Epoch 1878 | loss: 0.0311347 | val_loss: 0.0311533 | Time: 4345.81 ms [2022-03-30 18:52:14 main:574] : INFO : Epoch 1879 | loss: 0.0311329 | val_loss: 0.0311535 | Time: 4733.54 ms [2022-03-30 18:52:18 main:574] : INFO : Epoch 1880 | loss: 0.0311329 | val_loss: 0.0311517 | Time: 4526.63 ms [2022-03-30 18:52:23 main:574] : INFO : Epoch 1881 | loss: 0.0311311 | val_loss: 0.0311525 | Time: 4630.93 ms [2022-03-30 18:52:27 main:574] : INFO : Epoch 1882 | loss: 0.0311309 | val_loss: 0.0311513 | Time: 4383.8 ms [2022-03-30 18:52:32 main:574] : INFO : Epoch 1883 | loss: 0.0311307 | val_loss: 0.0311507 | Time: 4606.37 ms [2022-03-30 18:52:36 main:574] : INFO : Epoch 1884 | loss: 0.0311301 | val_loss: 0.0311513 | Time: 4355.11 ms [2022-03-30 18:52:41 main:574] : INFO : Epoch 1885 | loss: 0.0311315 | val_loss: 0.0311534 | Time: 4750.39 ms [2022-03-30 18:52:46 main:574] : INFO : Epoch 1886 | loss: 0.0311316 | val_loss: 0.0311526 | Time: 4603.7 ms [2022-03-30 18:52:50 main:574] : INFO : Epoch 1887 | loss: 0.03113 | val_loss: 0.0311467 | Time: 4668.43 ms [2022-03-30 18:52:55 main:574] : INFO : Epoch 1888 | loss: 0.0311305 | val_loss: 0.0311496 | Time: 4710.25 ms [2022-03-30 18:53:00 main:574] : INFO : Epoch 1889 | loss: 0.031131 | val_loss: 0.0311468 | Time: 4378.76 ms [2022-03-30 18:53:04 main:574] : INFO : Epoch 1890 | loss: 0.031131 | val_loss: 0.031149 | Time: 4754.91 ms [2022-03-30 18:53:09 main:574] : INFO : Epoch 1891 | loss: 0.0311292 | val_loss: 0.031147 | Time: 4480.93 ms [2022-03-30 18:53:14 main:574] : INFO : Epoch 1892 | loss: 0.0311297 | val_loss: 0.031149 | Time: 4768.36 ms [2022-03-30 18:53:18 main:574] : INFO : Epoch 1893 | loss: 0.0311302 | val_loss: 0.0311441 | Time: 4353.51 ms [2022-03-30 18:53:23 main:574] : INFO : Epoch 1894 | loss: 0.0311283 | val_loss: 0.0311459 | Time: 4736.89 ms [2022-03-30 18:53:28 main:574] : INFO : Epoch 1895 | loss: 0.0311314 | val_loss: 0.0311467 | Time: 4946.98 ms [2022-03-30 18:53:32 main:574] : INFO : Epoch 1896 | loss: 0.0311308 | val_loss: 0.0311472 | Time: 4750.06 ms [2022-03-30 18:53:37 main:574] : INFO : Epoch 1897 | loss: 0.0311306 | val_loss: 0.0311618 | Time: 4323.37 ms [2022-03-30 18:53:41 main:574] : INFO : Epoch 1898 | loss: 0.0311342 | val_loss: 0.0311476 | Time: 4702.31 ms [2022-03-30 18:53:46 main:574] : INFO : Epoch 1899 | loss: 0.0311296 | val_loss: 0.0311487 | Time: 4495.37 ms [2022-03-30 18:53:50 main:574] : INFO : Epoch 1900 | loss: 0.0311272 | val_loss: 0.0311436 | Time: 4497.21 ms [2022-03-30 18:53:55 main:574] : INFO : Epoch 1901 | loss: 0.0311285 | val_loss: 0.0311446 | Time: 4711.15 ms [2022-03-30 18:54:00 main:574] : INFO : Epoch 1902 | loss: 0.0311276 | val_loss: 0.0311455 | Time: 4412.56 ms [2022-03-30 18:54:04 main:574] : INFO : Epoch 1903 | loss: 0.0311261 | val_loss: 0.0311444 | Time: 4625.4 ms [2022-03-30 18:54:09 main:574] : INFO : Epoch 1904 | loss: 0.031125 | val_loss: 0.0311472 | Time: 4324.95 ms [2022-03-30 18:54:13 main:574] : INFO : Epoch 1905 | loss: 0.0311268 | val_loss: 0.0311563 | Time: 4707.06 ms [2022-03-30 18:54:18 main:574] : INFO : Epoch 1906 | loss: 0.0311294 | val_loss: 0.0311431 | Time: 4508.92 ms [2022-03-30 18:54:23 main:574] : INFO : Epoch 1907 | loss: 0.0311246 | val_loss: 0.0311416 | Time: 4760.91 ms [2022-03-30 18:54:27 main:574] : INFO : Epoch 1908 | loss: 0.0311267 | val_loss: 0.0311408 | Time: 4462.74 ms [2022-03-30 18:54:32 main:574] : INFO : Epoch 1909 | loss: 0.0311251 | val_loss: 0.0311445 | Time: 4702.13 ms [2022-03-30 18:54:36 main:574] : INFO : Epoch 1910 | loss: 0.0311226 | val_loss: 0.0311413 | Time: 4460.82 ms [2022-03-30 18:54:41 main:574] : INFO : Epoch 1911 | loss: 0.0311212 | val_loss: 0.0311428 | Time: 4630.77 ms [2022-03-30 18:54:45 main:574] : INFO : Epoch 1912 | loss: 0.0311238 | val_loss: 0.0311436 | Time: 4696.05 ms [2022-03-30 18:54:50 main:574] : INFO : Epoch 1913 | loss: 0.0311226 | val_loss: 0.0311428 | Time: 4327.1 ms [2022-03-30 18:54:55 main:574] : INFO : Epoch 1914 | loss: 0.0311192 | val_loss: 0.0311447 | Time: 4713.95 ms [2022-03-30 18:54:59 main:574] : INFO : Epoch 1915 | loss: 0.0311177 | val_loss: 0.0311441 | Time: 4332.15 ms [2022-03-30 18:55:04 main:574] : INFO : Epoch 1916 | loss: 0.0311184 | val_loss: 0.0311438 | Time: 4725.63 ms [2022-03-30 18:55:08 main:574] : INFO : Epoch 1917 | loss: 0.0311191 | val_loss: 0.0311445 | Time: 4559.32 ms [2022-03-30 18:55:13 main:574] : INFO : Epoch 1918 | loss: 0.0311186 | val_loss: 0.0311487 | Time: 4696.2 ms [2022-03-30 18:55:17 main:574] : INFO : Epoch 1919 | loss: 0.0311193 | val_loss: 0.0311461 | Time: 4462.65 ms [2022-03-30 18:55:22 main:574] : INFO : Epoch 1920 | loss: 0.0311202 | val_loss: 0.0311558 | Time: 4706.2 ms [2022-03-30 18:55:26 main:574] : INFO : Epoch 1921 | loss: 0.0311292 | val_loss: 0.031146 | Time: 4429.41 ms [2022-03-30 18:55:31 main:574] : INFO : Epoch 1922 | loss: 0.0311246 | val_loss: 0.0311419 | Time: 4644.8 ms [2022-03-30 18:55:36 main:574] : INFO : Epoch 1923 | loss: 0.0311199 | val_loss: 0.0311434 | Time: 4734.8 ms [2022-03-30 18:55:40 main:574] : INFO : Epoch 1924 | loss: 0.0311201 | val_loss: 0.0311425 | Time: 4505.76 ms [2022-03-30 18:55:45 main:574] : INFO : Epoch 1925 | loss: 0.0311179 | val_loss: 0.0311416 | Time: 4645.15 ms [2022-03-30 18:55:49 main:574] : INFO : Epoch 1926 | loss: 0.0311178 | val_loss: 0.0311454 | Time: 4391.8 ms [2022-03-30 18:55:54 main:574] : INFO : Epoch 1927 | loss: 0.0311172 | val_loss: 0.0311381 | Time: 4632.59 ms [2022-03-30 18:55:58 main:574] : INFO : Epoch 1928 | loss: 0.0311199 | val_loss: 0.0311405 | Time: 4293.39 ms [2022-03-30 18:56:03 main:574] : INFO : Epoch 1929 | loss: 0.0311214 | val_loss: 0.0311443 | Time: 4683.57 ms [2022-03-30 18:56:07 main:574] : INFO : Epoch 1930 | loss: 0.0311228 | val_loss: 0.0311428 | Time: 4332.47 ms [2022-03-30 18:56:12 main:574] : INFO : Epoch 1931 | loss: 0.0311224 | val_loss: 0.0311422 | Time: 4671.58 ms [2022-03-30 18:56:16 main:574] : INFO : Epoch 1932 | loss: 0.0311205 | val_loss: 0.0311447 | Time: 4385.53 ms [2022-03-30 18:56:21 main:574] : INFO : Epoch 1933 | loss: 0.0311199 | val_loss: 0.0311459 | Time: 4560.31 ms [2022-03-30 18:56:26 main:574] : INFO : Epoch 1934 | loss: 0.0311185 | val_loss: 0.0311427 | Time: 4682.42 ms [2022-03-30 18:56:30 main:574] : INFO : Epoch 1935 | loss: 0.0311179 | val_loss: 0.0311432 | Time: 4434.01 ms [2022-03-30 18:56:35 main:574] : INFO : Epoch 1936 | loss: 0.0311175 | val_loss: 0.0311436 | Time: 4711.09 ms [2022-03-30 18:56:39 main:574] : INFO : Epoch 1937 | loss: 0.0311169 | val_loss: 0.0311436 | Time: 4331.19 ms [2022-03-30 18:56:44 main:574] : INFO : Epoch 1938 | loss: 0.0311167 | val_loss: 0.0311422 | Time: 4687.61 ms [2022-03-30 18:56:48 main:574] : INFO : Epoch 1939 | loss: 0.0311197 | val_loss: 0.0311385 | Time: 4445.97 ms [2022-03-30 18:56:53 main:574] : INFO : Epoch 1940 | loss: 0.0311273 | val_loss: 0.0311434 | Time: 4636.98 ms [2022-03-30 18:56:57 main:574] : INFO : Epoch 1941 | loss: 0.0311291 | val_loss: 0.0311434 | Time: 4294.3 ms [2022-03-30 18:57:02 main:574] : INFO : Epoch 1942 | loss: 0.0311269 | val_loss: 0.0311437 | Time: 4717.43 ms [2022-03-30 18:57:06 main:574] : INFO : Epoch 1943 | loss: 0.0311252 | val_loss: 0.0311464 | Time: 4498.23 ms [2022-03-30 18:57:11 main:574] : INFO : Epoch 1944 | loss: 0.0311284 | val_loss: 0.031146 | Time: 4594.87 ms [2022-03-30 18:57:16 main:574] : INFO : Epoch 1945 | loss: 0.0311263 | val_loss: 0.0311438 | Time: 4684.94 ms [2022-03-30 18:57:20 main:574] : INFO : Epoch 1946 | loss: 0.0311245 | val_loss: 0.0311442 | Time: 4378.39 ms [2022-03-30 18:57:25 main:574] : INFO : Epoch 1947 | loss: 0.0311231 | val_loss: 0.0311493 | Time: 4607.72 ms [2022-03-30 18:57:29 main:574] : INFO : Epoch 1948 | loss: 0.0311233 | val_loss: 0.0311429 | Time: 4380.76 ms [2022-03-30 18:57:34 main:574] : INFO : Epoch 1949 | loss: 0.0311208 | val_loss: 0.0311441 | Time: 4752.56 ms [2022-03-30 18:57:38 main:574] : INFO : Epoch 1950 | loss: 0.0311211 | val_loss: 0.0311435 | Time: 4422.63 ms [2022-03-30 18:57:43 main:574] : INFO : Epoch 1951 | loss: 0.0311203 | val_loss: 0.0311465 | Time: 4642.91 ms [2022-03-30 18:57:48 main:574] : INFO : Epoch 1952 | loss: 0.0311214 | val_loss: 0.0311478 | Time: 4578.16 ms [2022-03-30 18:57:52 main:574] : INFO : Epoch 1953 | loss: 0.0311199 | val_loss: 0.0311481 | Time: 4637.11 ms [2022-03-30 18:57:57 main:574] : INFO : Epoch 1954 | loss: 0.0311189 | val_loss: 0.0311506 | Time: 4528.42 ms [2022-03-30 18:58:01 main:574] : INFO : Epoch 1955 | loss: 0.031117 | val_loss: 0.031149 | Time: 4568.81 ms [2022-03-30 18:58:06 main:574] : INFO : Epoch 1956 | loss: 0.0311218 | val_loss: 0.0311477 | Time: 4664.84 ms [2022-03-30 18:58:10 main:574] : INFO : Epoch 1957 | loss: 0.0311226 | val_loss: 0.0311447 | Time: 4299.6 ms [2022-03-30 18:58:15 main:574] : INFO : Epoch 1958 | loss: 0.0311198 | val_loss: 0.0311542 | Time: 4828.78 ms [2022-03-30 18:58:20 main:574] : INFO : Epoch 1959 | loss: 0.031118 | val_loss: 0.0311524 | Time: 4666.99 ms [2022-03-30 18:58:25 main:574] : INFO : Epoch 1960 | loss: 0.0311182 | val_loss: 0.031143 | Time: 4829.79 ms [2022-03-30 18:58:29 main:574] : INFO : Epoch 1961 | loss: 0.0311187 | val_loss: 0.0311468 | Time: 4393.8 ms [2022-03-30 18:58:34 main:574] : INFO : Epoch 1962 | loss: 0.0311163 | val_loss: 0.0311472 | Time: 4710.67 ms [2022-03-30 18:58:38 main:574] : INFO : Epoch 1963 | loss: 0.0311151 | val_loss: 0.0311465 | Time: 4425.08 ms [2022-03-30 18:58:43 main:574] : INFO : Epoch 1964 | loss: 0.0311153 | val_loss: 0.0311451 | Time: 4773.32 ms [2022-03-30 18:58:47 main:574] : INFO : Epoch 1965 | loss: 0.031117 | val_loss: 0.0311425 | Time: 4293.68 ms [2022-03-30 18:58:52 main:574] : INFO : Epoch 1966 | loss: 0.0311165 | val_loss: 0.0311459 | Time: 4902.63 ms [2022-03-30 18:58:57 main:574] : INFO : Epoch 1967 | loss: 0.0311165 | val_loss: 0.0311444 | Time: 4515.46 ms [2022-03-30 18:59:01 main:574] : INFO : Epoch 1968 | loss: 0.0311142 | val_loss: 0.0311432 | Time: 4615.63 ms [2022-03-30 18:59:06 main:574] : INFO : Epoch 1969 | loss: 0.0311125 | val_loss: 0.0311451 | Time: 4755.99 ms [2022-03-30 18:59:11 main:574] : INFO : Epoch 1970 | loss: 0.0311128 | val_loss: 0.0311429 | Time: 4439.07 ms [2022-03-30 18:59:15 main:574] : INFO : Epoch 1971 | loss: 0.031111 | val_loss: 0.031147 | Time: 4743.72 ms [2022-03-30 18:59:20 main:574] : INFO : Epoch 1972 | loss: 0.0311134 | val_loss: 0.0311424 | Time: 4459.37 ms [2022-03-30 18:59:25 main:574] : INFO : Epoch 1973 | loss: 0.0311121 | val_loss: 0.03114 | Time: 4818.33 ms [2022-03-30 18:59:29 main:574] : INFO : Epoch 1974 | loss: 0.0311121 | val_loss: 0.0311487 | Time: 4371.84 ms [2022-03-30 18:59:34 main:574] : INFO : Epoch 1975 | loss: 0.0311156 | val_loss: 0.0311407 | Time: 4693.72 ms [2022-03-30 18:59:38 main:574] : INFO : Epoch 1976 | loss: 0.031116 | val_loss: 0.0311444 | Time: 4390.97 ms [2022-03-30 18:59:43 main:574] : INFO : Epoch 1977 | loss: 0.0311132 | val_loss: 0.0311391 | Time: 4710.43 ms [2022-03-30 18:59:47 main:574] : INFO : Epoch 1978 | loss: 0.0311104 | val_loss: 0.0311386 | Time: 4487.51 ms [2022-03-30 18:59:52 main:574] : INFO : Epoch 1979 | loss: 0.0311104 | val_loss: 0.0311387 | Time: 4974.99 ms [2022-03-30 18:59:57 main:574] : INFO : Epoch 1980 | loss: 0.0311097 | val_loss: 0.0311472 | Time: 4524.37 ms [2022-03-30 19:00:02 main:574] : INFO : Epoch 1981 | loss: 0.0311106 | val_loss: 0.0311406 | Time: 5114.15 ms [2022-03-30 19:00:08 main:574] : INFO : Epoch 1982 | loss: 0.0311105 | val_loss: 0.0311409 | Time: 6180.52 ms [2022-03-30 19:00:23 main:574] : INFO : Epoch 1983 | loss: 0.0311106 | val_loss: 0.0311399 | Time: 15020.2 ms [2022-03-30 19:00:27 main:574] : INFO : Epoch 1984 | loss: 0.0311114 | val_loss: 0.0311432 | Time: 4251.18 ms [2022-03-30 19:00:32 main:574] : INFO : Epoch 1985 | loss: 0.0311105 | val_loss: 0.03114 | Time: 4584.95 ms [2022-03-30 19:00:37 main:574] : INFO : Epoch 1986 | loss: 0.0311117 | val_loss: 0.0311421 | Time: 4579.68 ms [2022-03-30 19:00:41 main:574] : INFO : Epoch 1987 | loss: 0.0311104 | val_loss: 0.0311415 | Time: 4404.46 ms [2022-03-30 19:00:46 main:574] : INFO : Epoch 1988 | loss: 0.0311099 | val_loss: 0.0311407 | Time: 4610.01 ms [2022-03-30 19:00:50 main:574] : INFO : Epoch 1989 | loss: 0.0311125 | val_loss: 0.0311414 | Time: 4378.26 ms [2022-03-30 19:00:55 main:574] : INFO : Epoch 1990 | loss: 0.0311092 | val_loss: 0.031139 | Time: 4732.16 ms [2022-03-30 19:00:59 main:574] : INFO : Epoch 1991 | loss: 0.0311097 | val_loss: 0.0311469 | Time: 4358.42 ms [2022-03-30 19:01:04 main:574] : INFO : Epoch 1992 | loss: 0.0311146 | val_loss: 0.0311462 | Time: 4679.46 ms [2022-03-30 19:01:08 main:574] : INFO : Epoch 1993 | loss: 0.031114 | val_loss: 0.0311433 | Time: 4346.78 ms [2022-03-30 19:01:13 main:574] : INFO : Epoch 1994 | loss: 0.0311148 | val_loss: 0.0311506 | Time: 4648.1 ms [2022-03-30 19:01:17 main:574] : INFO : Epoch 1995 | loss: 0.0311117 | val_loss: 0.0311472 | Time: 4364.38 ms [2022-03-30 19:01:22 main:574] : INFO : Epoch 1996 | loss: 0.0311167 | val_loss: 0.0311406 | Time: 4589.94 ms [2022-03-30 19:01:26 main:574] : INFO : Epoch 1997 | loss: 0.0311195 | val_loss: 0.0311436 | Time: 4662.53 ms [2022-03-30 19:01:31 main:574] : INFO : Epoch 1998 | loss: 0.031117 | val_loss: 0.0311452 | Time: 4473.84 ms [2022-03-30 19:01:36 main:574] : INFO : Epoch 1999 | loss: 0.0311167 | val_loss: 0.0311468 | Time: 4763.5 ms [2022-03-30 19:01:40 main:574] : INFO : Epoch 2000 | loss: 0.0311142 | val_loss: 0.0311432 | Time: 4386.87 ms [2022-03-30 19:01:45 main:574] : INFO : Epoch 2001 | loss: 0.0311132 | val_loss: 0.0311457 | Time: 4702.29 ms [2022-03-30 19:01:49 main:574] : INFO : Epoch 2002 | loss: 0.0311094 | val_loss: 0.0311437 | Time: 4552.71 ms [2022-03-30 19:01:54 main:574] : INFO : Epoch 2003 | loss: 0.0311103 | val_loss: 0.0311518 | Time: 4669.16 ms [2022-03-30 19:01:58 main:574] : INFO : Epoch 2004 | loss: 0.0311115 | val_loss: 0.0311528 | Time: 4360.35 ms [2022-03-30 19:02:03 main:574] : INFO : Epoch 2005 | loss: 0.0311124 | val_loss: 0.0311453 | Time: 4845.3 ms [2022-03-30 19:02:08 main:574] : INFO : Epoch 2006 | loss: 0.0311141 | val_loss: 0.0311446 | Time: 4353.02 ms [2022-03-30 19:02:12 main:574] : INFO : Epoch 2007 | loss: 0.0311097 | val_loss: 0.0311426 | Time: 4637.82 ms [2022-03-30 19:02:17 main:574] : INFO : Epoch 2008 | loss: 0.0311079 | val_loss: 0.0311456 | Time: 4518.51 ms [2022-03-30 19:02:21 main:574] : INFO : Epoch 2009 | loss: 0.0311119 | val_loss: 0.0311416 | Time: 4432.68 ms [2022-03-30 19:02:26 main:574] : INFO : Epoch 2010 | loss: 0.0311095 | val_loss: 0.0311419 | Time: 4644.16 ms [2022-03-30 19:02:30 main:574] : INFO : Epoch 2011 | loss: 0.0311087 | val_loss: 0.0311437 | Time: 4349.79 ms [2022-03-30 19:02:35 main:574] : INFO : Epoch 2012 | loss: 0.0311117 | val_loss: 0.0311401 | Time: 4794.29 ms [2022-03-30 19:02:39 main:574] : INFO : Epoch 2013 | loss: 0.0311141 | val_loss: 0.0311374 | Time: 4439.54 ms [2022-03-30 19:02:44 main:574] : INFO : Epoch 2014 | loss: 0.0311093 | val_loss: 0.031144 | Time: 4634.12 ms [2022-03-30 19:02:48 main:574] : INFO : Epoch 2015 | loss: 0.0311089 | val_loss: 0.0311388 | Time: 4270.68 ms [2022-03-30 19:02:53 main:574] : INFO : Epoch 2016 | loss: 0.0311124 | val_loss: 0.0311376 | Time: 4655.06 ms [2022-03-30 19:02:57 main:574] : INFO : Epoch 2017 | loss: 0.0311109 | val_loss: 0.0311452 | Time: 4313.16 ms [2022-03-30 19:03:02 main:574] : INFO : Epoch 2018 | loss: 0.0311117 | val_loss: 0.031143 | Time: 4624.42 ms [2022-03-30 19:03:07 main:574] : INFO : Epoch 2019 | loss: 0.0311092 | val_loss: 0.0311377 | Time: 4632.79 ms [2022-03-30 19:03:11 main:574] : INFO : Epoch 2020 | loss: 0.0311117 | val_loss: 0.0311416 | Time: 4366.29 ms [2022-03-30 19:03:16 main:574] : INFO : Epoch 2021 | loss: 0.0311118 | val_loss: 0.031139 | Time: 4701.81 ms [2022-03-30 19:03:20 main:574] : INFO : Epoch 2022 | loss: 0.0311092 | val_loss: 0.0311368 | Time: 4313.23 ms [2022-03-30 19:03:25 main:574] : INFO : Epoch 2023 | loss: 0.031109 | val_loss: 0.0311461 | Time: 4854.97 ms [2022-03-30 19:03:29 main:574] : INFO : Epoch 2024 | loss: 0.0311111 | val_loss: 0.0311438 | Time: 4414.25 ms [2022-03-30 19:03:34 main:574] : INFO : Epoch 2025 | loss: 0.0311083 | val_loss: 0.0311432 | Time: 4716.73 ms [2022-03-30 19:03:38 main:574] : INFO : Epoch 2026 | loss: 0.0311071 | val_loss: 0.0311384 | Time: 4331.48 ms [2022-03-30 19:03:43 main:574] : INFO : Epoch 2027 | loss: 0.0311039 | val_loss: 0.0311383 | Time: 4665 ms [2022-03-30 19:03:47 main:574] : INFO : Epoch 2028 | loss: 0.031104 | val_loss: 0.0311392 | Time: 4290.54 ms [2022-03-30 19:03:52 main:574] : INFO : Epoch 2029 | loss: 0.0311029 | val_loss: 0.0311381 | Time: 4637.77 ms [2022-03-30 19:03:57 main:574] : INFO : Epoch 2030 | loss: 0.0311026 | val_loss: 0.0311397 | Time: 4637.74 ms [2022-03-30 19:04:01 main:574] : INFO : Epoch 2031 | loss: 0.0311042 | val_loss: 0.031137 | Time: 4353.53 ms [2022-03-30 19:04:06 main:574] : INFO : Epoch 2032 | loss: 0.0311019 | val_loss: 0.0311442 | Time: 4697.24 ms [2022-03-30 19:04:10 main:574] : INFO : Epoch 2033 | loss: 0.0311058 | val_loss: 0.0311513 | Time: 4472.38 ms [2022-03-30 19:04:15 main:574] : INFO : Epoch 2034 | loss: 0.031113 | val_loss: 0.0311491 | Time: 4715.44 ms [2022-03-30 19:04:19 main:574] : INFO : Epoch 2035 | loss: 0.0311102 | val_loss: 0.031144 | Time: 4467.31 ms [2022-03-30 19:04:24 main:574] : INFO : Epoch 2036 | loss: 0.0311053 | val_loss: 0.0311459 | Time: 4706.35 ms [2022-03-30 19:04:28 main:574] : INFO : Epoch 2037 | loss: 0.0311032 | val_loss: 0.0311415 | Time: 4343.91 ms [2022-03-30 19:04:33 main:574] : INFO : Epoch 2038 | loss: 0.0311015 | val_loss: 0.0311425 | Time: 4796.09 ms [2022-03-30 19:04:38 main:574] : INFO : Epoch 2039 | loss: 0.0311034 | val_loss: 0.0311415 | Time: 4417.26 ms [2022-03-30 19:04:42 main:574] : INFO : Epoch 2040 | loss: 0.0311023 | val_loss: 0.0311357 | Time: 4669.72 ms [2022-03-30 19:04:47 main:574] : INFO : Epoch 2041 | loss: 0.031111 | val_loss: 0.0311425 | Time: 4581.8 ms [2022-03-30 19:04:51 main:574] : INFO : Epoch 2042 | loss: 0.0311072 | val_loss: 0.0311413 | Time: 4429.06 ms [2022-03-30 19:04:56 main:574] : INFO : Epoch 2043 | loss: 0.0311064 | val_loss: 0.0311427 | Time: 4811.09 ms [2022-03-30 19:05:01 main:574] : INFO : Epoch 2044 | loss: 0.0311033 | val_loss: 0.0311374 | Time: 4480.11 ms [2022-03-30 19:05:05 main:574] : INFO : Epoch 2045 | loss: 0.0311118 | val_loss: 0.0311455 | Time: 4683.05 ms [2022-03-30 19:05:10 main:574] : INFO : Epoch 2046 | loss: 0.0311137 | val_loss: 0.0311373 | Time: 4378.83 ms [2022-03-30 19:05:14 main:574] : INFO : Epoch 2047 | loss: 0.0311107 | val_loss: 0.0311363 | Time: 4681.44 ms [2022-03-30 19:05:19 main:574] : INFO : Epoch 2048 | loss: 0.0311105 | val_loss: 0.031137 | Time: 4315.49 ms [2022-03-30 19:05:19 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031137 [2022-03-30 19:05:19 main:603] : INFO : Saving end state to config to file [2022-03-30 19:05:19 main:608] : INFO : Success, exiting.. 19:05:19 (14264): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)